KGE for calibrations

Parameters

Scatter plots

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Burn parameters

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Combined parameters

The two burned HRU parameters were averaged together.

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Outlet results

Hydrograph

KGE

Overall KGE

name value
grid2013 0.34
statn2013 0.53
grid2015 0.57
grid2018 0.68
grid2012 0.70
grid2017 0.70
grid2020 0.70
grid2019 0.71
grid2011 0.72
gridall 0.72
grid2016 0.73
grid2014 0.74
statn2015 0.81
statn2016 0.81
statn2012 0.83
statn2017 0.83
statn2020 0.84
statn2014 0.85
statn2018 0.85
statn2011 0.86
statn2019 0.86
statnall 0.86

KGE by year

model_run 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
grid2011 0.46 -0.05 -0.17 0.37 0.43 0.71 0.54 0.62 0.79 0.68
grid2012 0.61 -0.10 -0.44 0.54 0.48 0.63 0.58 0.78 0.73 0.77
grid2013 0.17 -0.71 -1.40 0.48 0.83 0.62 0.18 0.94 0.85 0.77
grid2014 0.83 -0.11 -0.20 0.48 0.54 0.62 0.59 0.65 0.62 0.75
grid2015 0.54 -0.03 -0.15 0.17 0.11 0.57 0.44 0.37 0.51 0.77
grid2016 0.39 -0.16 -0.20 0.46 0.46 0.70 0.54 0.80 0.76 0.73
grid2017 0.73 -0.14 -0.39 0.48 0.49 0.66 0.39 0.70 0.78 0.70
grid2018 0.81 -0.80 -0.46 0.57 0.41 0.58 0.57 0.71 0.50 0.64
grid2019 0.73 -0.03 -0.31 0.34 0.50 0.75 0.41 0.76 0.66 0.71
grid2020 0.76 0.06 -0.25 0.32 0.44 0.72 0.41 0.69 0.65 0.68
gridall 0.46 0.05 -0.27 0.40 0.50 0.71 0.47 0.86 0.73 0.75
statn2011 0.13 -1.56 0.77 0.60 0.79 0.80 0.41 0.65 0.59 0.79
statn2012 0.05 -2.25 0.86 0.50 0.84 0.85 0.42 0.57 0.58 0.50
statn2013 -0.03 -1.53 -0.77 0.58 0.85 0.78 0.41 0.62 0.63 0.63
statn2014 0.22 -0.58 0.92 0.53 0.77 0.83 0.48 0.53 0.53 0.75
statn2015 0.53 -1.08 0.90 0.49 0.66 0.84 0.67 0.61 0.59 0.77
statn2016 0.19 -1.62 0.90 0.47 0.78 0.84 0.48 0.61 0.63 0.62
statn2017 0.06 -1.11 0.82 0.58 0.88 0.85 0.08 0.71 0.64 0.81
statn2018 0.39 -0.79 0.67 0.58 0.72 0.87 0.45 0.66 0.58 0.84
statn2019 0.30 -1.16 0.80 0.56 0.75 0.85 0.53 0.66 0.60 0.77
statn2020 0.02 -1.37 0.91 0.50 0.79 0.82 0.42 0.73 0.72 0.63
statnall 0.34 -0.94 0.63 0.49 0.79 0.79 0.52 0.49 0.41 0.76

Annual KGE plots

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Ensembles

Hydrograph

KGE

KGE for ensembles (entire period)

grid_ensemble statn_ensemble all_ensemble grid_all statn_all
0.7 0.88 0.84 0.72 0.86

Annual KGEs for ensembles

model_run 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
grid_ensemble 0.73 0.01 -0.39 0.42 0.47 0.66 0.52 0.74 0.69 0.72
statn_ensemble 0.25 -0.86 0.78 0.54 0.79 0.86 0.47 0.63 0.63 0.75
all_ensemble 0.58 -0.14 0.23 0.47 0.63 0.77 0.56 0.70 0.65 0.77
grid_all 0.46 0.05 -0.27 0.40 0.50 0.71 0.47 0.86 0.73 0.75
statn_all 0.34 -0.94 0.63 0.49 0.79 0.79 0.52 0.49 0.41 0.76 
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Monthly KGEs for ensembles

month grid_ensemble statn_ensemble all_ensemble grid_all statn_all
4 0.59 0.69 0.68 0.62 0.39
5 0.50 0.83 0.69 0.51 0.84
6 0.73 0.51 0.64 0.79 0.39
7 0.45 0.36 0.55 0.44 0.26
8 -0.63 0.40 -0.01 -0.17 0.32
9 -1.41 0.56 -0.40 -1.11 0.74

RMSE

Ensemble RMSE for entire period

grid_ensemble statn_ensemble all_ensemble grid_all statn_all
0.4741 0.2926 0.3373 0.4618 0.3123

Annual RMSE for ensembles

model_run 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
grid_ensemble 0.1182 0.1422 1.2299 0.3195 0.7299 0.2608 0.3014 0.0960 0.1236 0.1315
statn_ensemble 0.3278 0.1972 0.2939 0.2774 0.5802 0.2200 0.3204 0.1136 0.1525 0.1270
all_ensemble 0.2007 0.1409 0.7228 0.2876 0.6080 0.2249 0.2357 0.0864 0.1294 0.1149
grid_all 0.1929 0.1426 1.1421 0.3545 0.7268 0.2638 0.3370 0.0829 0.1373 0.1398
statn_all 0.3092 0.2189 0.3118 0.3126 0.5593 0.3213 0.3160 0.1614 0.2391 0.1864 
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Monthly RMSEs for ensembles

month grid_ensemble statn_ensemble all_ensemble grid_all statn_all
4 0.2891 0.2723 0.2545 0.3087 0.3421
5 0.6316 0.5549 0.5307 0.6533 0.5597
6 0.1857 0.2460 0.1939 0.2092 0.3045
7 0.1367 0.1829 0.1354 0.1374 0.2021
8 0.0733 0.0376 0.0506 0.0593 0.0400
9 0.9187 0.1753 0.5357 0.8489 0.1160

NSE

Ensemble NSE for entire period

grid_ensemble statn_ensemble all_ensemble grid_all statn_all
0.38 0.76 0.69 0.41 0.73

Annual NSE for ensembles

model_run 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
grid_ensemble 0.7970 -1.5801 -1.4414 0.5632 0.6624 0.7267 0.7181 0.8219 0.7683 0.8061
statn_ensemble -0.5612 -3.9623 0.8606 0.6707 0.7867 0.8056 0.6814 0.7506 0.6476 0.8193
all_ensemble 0.4146 -1.5324 0.1568 0.6461 0.7657 0.7968 0.8276 0.8558 0.7462 0.8519
grid_all 0.4595 -1.5927 -1.1053 0.4623 0.6653 0.7204 0.6476 0.8672 0.7145 0.7810
statn_all -0.3895 -5.1101 0.8431 0.5819 0.8018 0.5853 0.6901 0.4968 0.1335 0.6105 
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Monthly NSE for ensembles

month grid_ensemble statn_ensemble all_ensemble grid_all statn_all
4 0.4521 0.5138 0.5755 0.3753 0.2328
5 0.5976 0.6894 0.7158 0.5695 0.6840
6 0.7284 0.5235 0.7039 0.6553 0.2696
7 0.1600 -0.5034 0.1765 0.1519 -0.8361
8 -3.8140 -0.2659 -1.2982 -2.1516 -0.4354
9 -2.2068 0.8832 -0.0902 -1.7376 0.9489

Cumulative Q

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RD and RG

RD and RG by season

HRU results

Tmean difference

2011-2020 average of daily station-grid Tmean

## Reading layer `hrus_final' from data source 
##   `/Users/megansears/Documents/Repos/fourmile/38HRU_model/hrus_final.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 39 features and 11 fields
## Geometry type: POLYGON
## Dimension:     XY
## Bounding box:  xmin: 449828.4 ymin: 4429537 xmax: 472688.4 ymax: 4435507
## Projected CRS: WGS 84 / UTM zone 13N

Tmax difference

Tmin difference

Cumulative Precip difference

2011-2020 average of daily station-grid precip for DOY 365 (or 366)

Solar radiation difference

2011-2020 average of daily station-grid solar rad

RH difference

Average soil sat comparison

Average max soil sat comparison

Average ET comparison

Average ET difference

Average LAI comparison

Join param & RD/RG